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Utility of models to predict 28-day or 30-day unplanned hospital readmissions: an updated systematic review
Objective To update previous systematic review of predictive models for 28-day or 30-day
unplanned hospital readmissions. Design Systematic review. Setting/data source CINAHL …
unplanned hospital readmissions. Design Systematic review. Setting/data source CINAHL …
[HTML][HTML] Readmission rate for acute exacerbation of chronic obstructive pulmonary disease: a systematic review and meta-analysis
H Ruan, H Zhang, J Wang, H Zhao, W Han, J Li - Respiratory Medicine, 2023 - Elsevier
Background The readmission rate following hospitalization for chronic obstructive
pulmonary disease (COPD) exacerbations is extremely high and has become a common …
pulmonary disease (COPD) exacerbations is extremely high and has become a common …
Scalable and accurate deep learning with electronic health records
Predictive modeling with electronic health record (EHR) data is anticipated to drive
personalized medicine and improve healthcare quality. Constructing predictive statistical …
personalized medicine and improve healthcare quality. Constructing predictive statistical …
[PDF][PDF] Connecting systems, data, and people: A multidisciplinary research roadmap for chronic disease management.
Chronic diseases (such as diabetes, asthma, heart disease, lung disease, cancer,
depression, stroke, hypertension, and Alzheimer's) are responsible for seven out of ten …
depression, stroke, hypertension, and Alzheimer's) are responsible for seven out of ten …
Electronic health records
Electronic health records (EHR) facilitate integration of patient health history for planning
safe and proper treatment. Combined with data analytics, aggregate-level EHR enable …
safe and proper treatment. Combined with data analytics, aggregate-level EHR enable …
Analysis and prediction of unplanned intensive care unit readmission using recurrent neural networks with long short-term memory
Background Unplanned readmission of a hospitalized patient is an indicator of patients'
exposure to risk and an avoidable waste of medical resources. In addition to hospital …
exposure to risk and an avoidable waste of medical resources. In addition to hospital …
COPD readmissions: addressing COPD in the era of value-based health care
Of those patients hospitalized for an exacerbation of COPD, one in five will require
rehospitalization within 30 days. Many developed countries are now implementing policies …
rehospitalization within 30 days. Many developed countries are now implementing policies …
Heart failure survival prediction using machine learning algorithm: am I safe from heart failure?
Heart Failure (HF) is a prevalent ailment worldwide, and despite significant medical
advancements in the past few decades, cardiovascular disease is still the leading cause of …
advancements in the past few decades, cardiovascular disease is still the leading cause of …
Predicting all-cause risk of 30-day hospital readmission using artificial neural networks
Avoidable hospital readmissions not only contribute to the high costs of healthcare in the
US, but also have an impact on the quality of care for patients. Large scale adoption of …
US, but also have an impact on the quality of care for patients. Large scale adoption of …
Reasons for readmission after hospital discharge in patients with chronic diseases—Information from an international dataset
HP Brunner-La Rocca, CJ Peden, J Soong… - PloS one, 2020 - journals.plos.org
Background Chronic diseases are increasingly prevalent in Western countries. Once
hospitalised, the chance for another hospitalisation increases sharply with large impact on …
hospitalised, the chance for another hospitalisation increases sharply with large impact on …